Strategic Finance Lead, R&D and AI Infrastructure

Build a Safer World.

TRM Labs provides AI-powered intelligence solutions that help public and private sector agencies investigate and disrupt crime. TRM's platforms enable investigators to trace illicit activity, build cases, and construct operating pictures of threat networks. Leading agencies and businesses worldwide rely on TRM to make the world safer and more secure.

TRM is hiring a Strategic Finance Lead, R&D and AI to help decide how the company invests in AI, cloud and compute infrastructure, and the engineering capacity behind its products. You'll be the dedicated finance partner to the CTO and R&D leadership, turning complex usage, billing, and headcount data into recommendations that shape major investment decisions before they're made. Reporting to Pharoah Green, Head of Strategic Finance and FP&A, within the FP&A and Strategic Finance Business Partnership function, you'll design the financial architecture for R&D from the ground up, with AI built into how the work gets done.

The impact you will have:

• Shape how TRM invests in AI, cloud, and compute by building an AI-assisted, driver-based economic model that connects usage and billing data across hundreds of SKUs to forecasts and decisions.

• Lower R&D costs as a % of revenue without slowing product velocity, using AI to surface optimization opportunities in infrastructure spend and partnering with Engineering to act on them.

• Define TRM's AI spend strategy with the Head of AI, using AI-powered analysis to track spend against ROI by tool and workload and to recommend where to commit, consolidate, or build.

• Give R&D leaders an early view of change by owning planning, forecasting, and the headcount capacity model, with automated workflows that flag risks while there is still time to act.

• Influence major infrastructure and R&D commitments by leading investment cases from business case to decision to measurement, with AI-assisted scenario analysis that makes tradeoffs clear.

• Turn R&D performance into a clear executive and board narrative: what changed, why, and which decisions should follow.

• Rebuild R&D finance around AI, automation, and Pigment so more time goes to shaping decisions and less to assembling reports.

What we're looking for:

• 7+ years across strategic finance, FP&A, business operations, or a related role. We care more about the complexity you've owned and the influence you've had than an exact number of years.

• A record of owning consequential work end to end: framing an ambiguous question, structuring the analysis, forming a point of view, and driving a recommendation to action.

• Strong data-informed modeling skills, including driver-based forecasts, investment cases, and capacity models built from incomplete or complex data, accelerated with AI.

• Hands-on experience analyzing cloud, compute, AI, or other usage-based technology costs, and experience partnering with Engineering, Product, Data, AI, or Infrastructure leaders.

• The judgment and communication skills to become a trusted partner to senior technical leaders, challenge assumptions constructively, and explain financial implications in plain language.

• Applied AI fluency: you can show how you've used AI to improve the speed or quality of modeling, research, or recurring workflows, and how you check the reliability of its output.

• Curiosity to learn technical systems quickly and translate how AI products and modern infrastructure scale into financial insight.

About the Team:

• Strategic Finance is a small, high-leverage team that works directly with TRM's leadership on planning, investment decisions, and company-wide strategy.

• Our job isn't just to explain the numbers. We collaborate with leaders to make better decisions, and we hold a high bar for rigor and trust in our work.

• You'll have substantial ownership from day one, direct exposure to the CTO and executive team, and room to shape how R&D finance operates.

• The role is built to scale with its owner. Using AI and automation, you can expand what one person owns, and as the mandate grows there may be an opportunity to build a team.

Team Operating Rhythms:

• We're distributed, not distant: written communication for clarity and context, live time for decisions and collaboration.

• Regular working sessions with the CTO and R&D leaders, plus a monthly R&D cost and forecast review.

• Quarterly planning with Talent and R&D on headcount capacity, and annual planning cycles in Pigment.

• Slack and Notion for async updates; AI tools are part of the daily workflow.

Learn about TRM Speed in this position:

• Within your first 30 days, deliver an initial AI-assisted cloud forecast, focused on GCP with AWS coverage as applicable, that gives R&D leaders their first driver-based view of where infrastructure spend is heading.

• Within your first 60 days, put a defined AI spend strategy in front of the CTO, with a clear recommendation on where to commit, consolidate, or cut.

• Within your first 90 days, have the R&D capacity model integrated into the planning process so hiring decisions and budget move together.

Application Instructions

If you’re interested in joining TRM, we encourage you to apply directly. Every application is reviewed by our Talent team.

Before applying, review the job description carefully and highlight the experience and impact that best demonstrate the required qualifications. Please also provide thoughtful and accurate answers to the application questions, as these will be used to evaluate your skills and qualifications for the role.

If you send your resume directly to someone at TRM, we can’t guarantee it will reach the appropriate hiring team. Applying directly is the best way to ensure your application will be considered.

Interviewing with TRM

Our process is designed to understand how you think, solve problems, and deliver impact, while allowing you to evaluate TRM. Most interview processes include a case study, an AI skills assessment, and a Leadership Principles interview.

• Recruiter Intro: Qualifications, motivations, and alignment with the role.

• Hiring Manager: Deep dive into your relevant experience, skills, and impact.

• First Round: 1–2 interviews focused on the skills most critical to the role.

• Final Round: Hands-on case study. This is usually a panel-style session where we go deeper into your craft, problem-solving, and alignment with TRM.

• References: Former colleagues who can provide insight into your work and impact.

• Offer: Congrats! Your recruiter will present the offer and compensation details.

• Welcome to TRM: We're excited to build a safer world with you!

Your recruiter will share your specific interview plan and preparation guidance along the way.

AI Fluency at TRM

AI fluency is a baseline expectation at TRM.

We believe AI meaningfully changes how top performers operate. We expect every team member to use AI to accelerate and reimagine their craft, not just automate surface tasks.

At TRM, AI fluency means you are among the top 10 percent of operators in your function in how you apply AI to:

• Accelerate repeatable workflows

• Structure and solve problems

• Improve output quality

• Increase speed and leverage

You will be evaluated on applied AI fluency during the interview process.

Life at TRM

We are building a safer world. That promise shows up in how we work every day.

TRM moves FAST. We are a high-velocity, high-ownership team that expects clarity, follow-through, and impact. People who thrive here are energized by hard problems, experimentation, and continuous feedback. If something takes months elsewhere, it will ship here in days.

Our work sits at the intersection of AI, national security, and fighting crime. The problems are complex, the stakes are real, and the environment evolves quickly. The pace and intensity of the work reflect the importance of the mission. As a result, the way we operate requires a high level of ownership, adaptability, collaboration, and creative problem-solving.

At TRM, you should expect:

• Priorities and targets to change quickly

• Operating with a high degree of ambiguity

• A high level of personal ownership and accountability

• Close collaboration across teams and functions

• Frequent, high-touch communication

• Creative problem-solving and out-of-the-box thinking

• A pace that rewards urgency, adaptability, and outcomes

This environment is energizing for people who enjoy building, solving hard problems, and making progress in situations that are not always fully defined. It also requires thriving in ambiguity, adjusting course as new information emerges, and maintaining focus and positivity in a fast-moving and intense environment.

We also recognize that this style of operating is not for everyone. If you are primarily optimizing for predictability or a consistently balanced workload, we encourage you to use the interview process to pressure-test whether this environment is truly the right fit. We want teammates who thrive here, not just survive here.

If you are excited by meaningful problems, motivated by ambitious goals, and energized by working alongside mission-driven colleagues, there is a good chance you will find TRM to be an exceptional place to grow and contribute.

Leadership Principles

We hire and grow against three leadership principles. They’re the standards for how we operate, treat each other, and make decisions.

• Impact-Oriented Trailblazer: We put customers first and move with speed, focus, and adaptability. We treat every plan like an experiment – test, ship, measure, and iterate quickly.

• Master Craftsperson: We care deeply about our craft. We balance speed with high standards, own outcomes end‑to‑end, and invest in getting better everyday.

• Inspiring Colleague: We add clarity and energy, not noise. We bring humility, candor, and a one‑team mindset — giving and receiving feedback to make the team stronger.

Join our Mission

At TRM, we care deeply about our craft. We are looking for individuals who want their work to matter, who experiment with speed and rigor, and who take pride in building a safer world for billions of people. If you’re excited by TRM’s mission but don’t check every box, we encourage you to apply — we hire for slope, judgment, and the will to learn fast.

TRM is a Series C company with $220M in total funding, backed by Goldman Sachs, Bessemer, Y Combinator, Thoma Bravo, and others. Headquartered in San Francisco, TRM operates as a distributed-first company with hubs in Los Angeles, San Francisco, New York, Washington D.C., London, and Singapore.

Privacy Policy and Additional Information

By submitting your application, you agree to allow TRM Labs to process your personal information in accordance with our Privacy Policy.

We collect the information you provide (such as your resume, work history, and contact details) solely for the purpose of evaluating your candidacy for current and future roles at TRM.

Because our hiring cycles for certain positions may span 24 to 36 months, we retain your personal information for up to 36 months from the date of your application. After that period, your data is deleted unless a different retention period is required or permitted by law.

If you are located in the European Economic Area, the United Kingdom, or another jurisdiction with applicable data protection laws, you have the right to access, correct, or request deletion of your personal data at any time before that period ends. To exercise any of these rights, contact us at [email protected].

To notify TRM Labs that you believe this job posting is non-compliant, please submit a report through this form (opens in a new tab). No response will be provided to inquiries unrelated to job posting compliance.

The use of AI tools of any kind (including but not limited to notetakers, interview assistants, and real-time coaching tools such as Otter.ai, Fireflies, Fathom, Cluey, or similar) during TRM interviews is not permitted without prior approval from TRM. TRM uses its own internal tools for note-taking to ensure a consistent and confidential experience for all candidates.

We are committed to providing reasonable accommodations to applicants with disabilities, and requests can be made via this form (opens in a new tab).

Recruitment agencies

TRM Labs does not accept unsolicited agency resumes. Please do not forward resumes to TRM employees. TRM Labs is not responsible for any fees related to unsolicited resumes and will not pay fees to any third-party agency or company without a signed agreement.